Data-Science-For-Beginners

Data Science Curriculum

A comprehensive 10-week curriculum teaching data science fundamentals using Python and Jupyter Notebook

10 Weeks, 20 Lessons, Data Science for All!

GitHub

28k stars
515 watching
6k forks
Language: Jupyter Notebook
last commit: almost 2 years ago
data-analysisdata-sciencedata-visualizationmicrosoft-for-beginnerspandaspython

Related projects:

RepositoryDescriptionStars
microsoft/ml-for-beginnersA structured curriculum teaching classic machine learning techniques using Python and Scikit-learn, with a focus on practical projects and hands-on exercises.70,139
microsoft/web-dev-for-beginnersA 12-week, comprehensive web development curriculum covering HTML, CSS, and JavaScript83,782
microsoft/ai-for-beginnersA 12-week curriculum teaching the basics of Artificial Intelligence through practical lessons, quizzes, and labs using popular frameworks like TensorFlow and PyTorch.35,160
ossu/data-scienceA structured curriculum and resource guide for self-taught Data Science education19,179
drskippy/data-science-45min-introsA repository of interactive tutorials and walk-throughs for learning data science and machine learning concepts through programming1,582
jadianes/data-science-your-wayAn introduction to data science concepts and applications in R and Python using hands-on tutorials597
datastacktv/data-engineer-roadmapA roadmap to becoming a data engineer by learning the essential skills and tools needed in the field12,426
datatalksclub/mlops-zoomcampTeaches practical aspects of productionizing ML services11,227
microsoft/xr-development-for-beginnersAn 8-week curriculum covering the basics of Extended Reality (XR) development484
tirthajyoti/data-science-best-resourcesA curated collection of resources and links for learning data science and related technologies2,958
rfordatascience/tidytuesdayA weekly social data project providing real-world datasets to practice data tidying and plotting techniques6,978
nborwankar/learndatascienceA collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering.2,964
datasciencemasters/goAn initiative to provide accessible education and tools for building a diverse, collective future through data science and literacy.25,083
d2l-ai/d2l-enAn interactive deep learning book with code and discussions24,218
datasciencespecialization/coursesProvides course materials and resources for learning data science fundamentals4,073